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Trust and health report

Hands-On-Large-Language-Models - trust report

Sourced, dated trust signals - maintenance label posture, repository provenance, and security scan status. Not a composite safety grade.

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

57views this month

Maintenance

Recency and activity heuristics from public GitHub metadata (maintenance label, momentum); methodology: github_public_v1.

Slowing36% signal

last push 146d ago

+910 stars (30d) · +2 open issues (30d)

Provenance

Repository identity and fork provenance (github_public_v1).

  • GitHub repo id: 821372392
  • Not a fork
  • Verified publisher: organization account
  • Computed Sep 18, 2026

Security intelligence

Source-by-source security scan results from public intelligence providers. Missing, partial, or failed queries are shown explicitly and are not treated as clean.

OSV dependency advisories

Published findings
Last query
Sep 18, 2026
Scanner
osv@v1
Stored findings
187
View source evidence

deps.dev advisories

Not queried
Scanner
deps.dev@v1
View source evidence

OpenSSF Scorecard

Not queried
Scanner
openssf-scorecard@v1

Weekly public scans omit some checks at scale.

View source evidence

Dependency advisories (deduplicated)

PYSEC-2026-3716
datasets@2.20.0 · osv@v1
requirements.txt
GHSA-37w4-hwhx-4rc4
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-9q39-rmj3-p4r2
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-gx64-gj6p-pc4c
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-h5v5-8746-g7mm
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-mqcg-5x36-vfcg
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-pppj-hq3g-57pj
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-rch3-82jr-f9w9
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-vmhf-c436-hxj4
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-vvfj-2jqx-52jm
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-whvh-wf3x-g77j
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2024-322
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-1482
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-164
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-2536
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-2537
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-2538
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-3671
jupyterlab@4.2.2 · osv@v1
requirements.txt
PYSEC-2026-3672
jupyterlab@4.2.2 · osv@v1
requirements.txt
GHSA-3749-ghw9-m3mg
torch@2.3.1 · osv@v1
requirements.txt
GHSA-53q9-r3pm-6pq6
torch@2.3.1 · osv@v1
requirements.txt
GHSA-887c-mr87-cxwp
torch@2.3.1 · osv@v1
requirements.txt
GHSA-c678-jfcj-6jmf
torch@2.3.1 · osv@v1
requirements.txt
GHSA-f4hp-rmr7-r7v8
torch@2.3.1 · osv@v1
requirements.txt
GHSA-qfhq-4f3w-5fph
torch@2.3.1 · osv@v1
requirements.txt
GHSA-rrmf-rvhw-rf47
torch@2.3.1 · osv@v1
requirements.txt
GHSA-vgrw-7cvw-pwgx
torch@2.3.1 · osv@v1
requirements.txt
GHSA-x3gm-94wq-g975
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2024-259
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-191
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-198
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-203
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-204
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-205
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-206
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-207
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-208
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-209
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2025-41
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2026-139
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2026-1970
torch@2.3.1 · osv@v1
requirements.txt
PYSEC-2026-2286
torch@2.3.1 · osv@v1
requirements.txt
GHSA-29pf-2h5f-8g72
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-37mw-44qp-f5jm
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-4w7r-h757-3r74
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-59p9-h35m-wg4g
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-69w3-r845-3855
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-6rvg-6v2m-4j46
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-9356-575x-2w9m
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-fgcw-684q-jj6r
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-fpwr-67px-3qhx
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-hxxf-235m-72v3
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-jjph-296x-mrcr
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-phhr-52qp-3mj4
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-q2wp-rjmx-x6x9
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-qq3j-4f4f-9583
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-qxrp-vhvm-j765
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-rcv9-qm8p-9p6j
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-wrfc-pvp9-mr9g
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-xrqw-3rrv-vx5w
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2024-227
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2024-228
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2024-229
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-211
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-212
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-213
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-214
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-215
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-216
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-217
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-218
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2025-40
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1977
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1980
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1981
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1982
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1983
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1984
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1985
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1986
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1987
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-1988
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-2288
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-2289
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-2290
transformers@4.41.2 · osv@v1
requirements.txt
PYSEC-2026-3929
transformers@4.41.2 · osv@v1
requirements.txt
GHSA-38vq-g6vr-w8wf
sentencepiece@0.2.0 · osv@v1
requirements.txt
PYSEC-2026-1909
sentencepiece@0.2.0 · osv@v1
requirements.txt
GHSA-3gq4-3j92-5w49
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-3gqm-fcw5-w839
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-469j-vmhf-r6v7
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-568f-pv23-39p4
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-5wp5-5229-5g6q
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-68j8-pq59-fqgm
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-6hm5-jgcp-p838
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-6hwm-xvph-95vm
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-6ww7-3frv-cqxh
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-72r2-7mfr-5xr9
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-7p94-766c-hgjp
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-848c-c2cx-j7qx
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-8mgp-746c-j5xp
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-8mpw-7fpc-4gqj
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-97qj-x29f-37w7
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-cgvx-9447-vcch
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-cw6x-m8jw-qmrh
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-f794-5jv7-7672
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-ff5c-cp5c-9wjf
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-fg7f-2386-8897
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-gfwx-w7gr-fvh7
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-h8wq-7xc4-p3qx
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-jm6w-m3j8-898g
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-m42h-3232-vpv3
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-m4rf-3fr8-xwx3
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-p3m8-78j2-g5p3
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-p4gq-832x-fm9v
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-p4rw-rvv2-7xwr
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-qvv7-cg9c-w4x3
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-qx2g-xrx7-vfh8
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-r6gq-whwq-mvg9
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-rf74-v2fm-23pw
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-rhp5-r9x4-f5g2
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-rrv8-h7p8-rx55
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-vp2x-qp44-57v7
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-w3v8-gmh9-3wv7
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-ww6m-cw3f-q94g
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-x5ph-mj9p-rfr8
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-x99w-6fgc-pmfw
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-xh95-f55m-82fw
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2024-167
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-2078
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-2085
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-2235
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-2236
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-2237
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3581
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3582
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3583
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3584
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3657
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3722
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3723
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3724
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3728
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3729
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3730
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3731
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3732
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3733
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3734
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3735
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3736
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3737
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3738
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3739
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3740
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3741
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3748
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3749
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3750
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3751
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3752
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3868
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3869
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3870
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3871
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3954
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-3955
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-597
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-96
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-97
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-98
nltk@3.8.1 · osv@v1
requirements.txt
PYSEC-2026-99
nltk@3.8.1 · osv@v1
requirements.txt
GHSA-3644-q5cj-c5c7
langchain@0.2.5 · osv@v1
requirements.txt
GHSA-gr75-jv2w-4656
langchain@0.2.5 · osv@v1
requirements.txt
PYSEC-2024-323
langchain@0.2.5 · osv@v1
requirements.txt
PYSEC-2026-2192
langchain@0.2.5 · osv@v1
requirements.txt
PYSEC-2026-2555
langchain@0.2.5 · osv@v1
requirements.txt
GHSA-45pg-36p6-83v9
langchain-community@0.2.5 · osv@v1
requirements.txt
GHSA-pc6w-59fv-rh23
langchain-community@0.2.5 · osv@v1
requirements.txt
GHSA-q25c-c977-4cmh
langchain-community@0.2.5 · osv@v1
requirements.txt
PYSEC-2024-115
langchain-community@0.2.5 · osv@v1
requirements.txt
PYSEC-2026-1515
langchain-community@0.2.5 · osv@v1
requirements.txt
PYSEC-2026-1516
langchain-community@0.2.5 · osv@v1
requirements.txt
GHSA-r7w7-9xr2-qq2r
langchain-openai@0.1.8 · osv@v1
requirements.txt
PYSEC-2026-76
langchain-openai@0.1.8 · osv@v1
requirements.txt
GHSA-4j2p-28q2-5m79
accelerate@0.31.0 · osv@v1
requirements.txt
PYSEC-2026-3804
accelerate@0.31.0 · osv@v1
requirements.txt

Method and caveats: these are sourced, dated heuristics from public GitHub data and external security intelligence providers. A status like "no published findings from this source" is not a guarantee of safety. Read the full trust methodology · JSON report at /api/graphcanon/tools/handsonllm-hands-on-large-language-models/trust.

Common questions

Is Hands-On-Large-Language-Models maintained?
GraphCanon rates Hands-On-Large-Language-Models "Slowing" (36% maintenance signal from public GitHub metadata, computed Sep 18, 2026). Last push was 146 days ago. This is a recency heuristic, not a guarantee the project will stay maintained.
Is Hands-On-Large-Language-Models safe to use?
Last scanned Sep 18, 2026 (deps profile). Status: 187 low - 187 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify Hands-On-Large-Language-Models as safe - review maintenance, provenance, and scan findings on this page before adopting.
Is Hands-On-Large-Language-Models a fork?
No. Hands-On-Large-Language-Models is not flagged as a fork in GitHub metadata at the time of the last refresh.
Does Hands-On-Large-Language-Models have known security vulnerabilities?
Last scanned Sep 18, 2026 (deps profile). Status: 187 low - 187 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.
How often is the Hands-On-Large-Language-Models trust report updated?
Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed Sep 18, 2026 (methodology github_public_v1).
What does GraphCanon never claim about Hands-On-Large-Language-Models?
We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for Hands-On-Large-Language-Models. Signals are sourced heuristics with explicit limits - see trust methodology.
How does GraphCanon assess trust for Hands-On-Large-Language-Models?
Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read trust methodology for full scope and limits.

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